"Deep Learning is a new area of Machine Learning research, which has been introduced with the objective of moving Machine Learning closer to one of its original goals: Artificial Intelligence."
Yoshua Bengio is considered one of the three fathers, along with Geoffrey Hinton (Toronto) and Yann LeCun (NYC), of an advanced subset of AI and machine learning called deep learning
"Compute Library for Deep Neural Networks (clDNN) is an open source performance library for Deep Learning (DL) applications intended for acceleration of DL inference on Intel® HD Graphics Driver and Intel® Iris® graphics (also referred to as Intel® Processor Graphics)."
"Skymind is the company behind Deeplearning4j, the only commercial-grade, open-source, distributed deep-learning library written for Java and Scala. Integrated with Hadoop and Spark, DL4J is specifically designed to run in business environments on distributed GPUs and CPUs."
"The Berkeley Artificial Intelligence Research (BAIR) Lab brings together UC Berkeley researchers across the areas of computer vision, machine learning, natural language processing, planning, and robotics. BAIR includes over two dozen faculty and more than a hundred graduate students pursuing research on fundamental advances in the above areas as well as cross-cutting themes including multi-modal deep learning, human-compatible AI, and connecting AI with other scientific disciplines and the humanities."
UK-based online therapy provider Ieso Digital Health has applied deep learning to provide new insights into which aspects of psychotherapy are the most effective.
"MetaMind delivers Artificial Intelligence enterprise solutions via its AI platform and Smart Module offerings. The general-purpose platform can predict outcomes for language, vision and database tasks, and delivers best in class accuracies on standard benchmarks."
"Scene recognition is one of the hallmark tasks of computer vision, allowing defining a context for object recognition. Here we introduce a new scene-centric database called Places, with 205 scene categories and 2.5 millions of images with a category label. Using convolutional neural network (CNN), we learn deep scene features for scene recognition tasks, and establish new state-of-the-art performances on scene-centric benchmarks. Here we provide the Places Database and the trained CNNs for academic research and education purposes."
"Using Artificial Intelligence to predict Crypto currency value.
Analysing the trades with deep learning and social media & news with cognitive computing like sentiment analytics to know rapid changes before they take place."
"Allegro.ai provides an end-to-end platform and set of solutions for the management of deep learning computer vision and signal processing products across their entire lifecycle. By leveraging our solution, our customers deliver to market higher quality products more cost-effectively, faster and at scale. Doing so while focusing on their core product differentiation rather than on the infrastructure."
"Torch is a scientific computing framework with wide support for machine learning algorithms. It is easy to use and efficient, thanks to an easy and fast scripting language, LuaJIT, and an underlying C/CUDA implementation."
'Artificial intelligence could be one of humanity's most useful inventions. We research and build safe AI systems that learn how to solve problems and advance scientific discovery for all.'